# Ops Inspector

AIOps-style CloudBase inspection skill.

- Repository: https://github.com/TencentCloudBase/CloudBase-AI-Toolkit (1153 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ops-inspector -g -a claude-code -y`
Codex: `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ops-inspector -g -a codex -y`
Cursor: `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ops-inspector -g -a cursor -y`
Gemini CLI: `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ops-inspector -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add TencentCloudBase/CloudBase-AI-Toolkit`

## Description

AIOps-style CloudBase inspection skill. Use when users need health checks, log diagnosis, alarm interpretation (CPU alert normal?, peak QPS), metrics via queryEnv(action=metrics), fault playbooks for 429 / AI model 429 / function timeout / function 404 / ACCESS_TOKEN_INVALID / zero invocations, or a scheduled patrol that reports only new or worse findings. Triggers on 巡检, 诊断, 告警, 峰值 QPS, 限频, 调用量为 0, 定时巡检, 每天检查, 值守, troubleshooting.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

## Sibling skills (local only)

Sibling CloudBase skills ship beside this skill. Use local relative paths such as `../auth-tool-cloudbase/SKILL.md`.

If a referenced sibling skill file is missing from this environment, ask the user to install the full CloudBase plugin (or the missing skill). Do **not** HTTP-fetch remote skill or protocol markdown into the agent context.

## Activation Contract

### Use this first when

- The user wants to check the health or status of CloudBase resources (cloud functions, CloudRun, databases, storage, etc.).
- The user reports errors, failures, or abnormal behavior and wants a quick diagnosis.
- The user asks for an "inspection", "health check", "巡检", "诊断", or "troubleshooting" of their CloudBase environment.
- The user wants to review recent error logs across services.
- The user asks **告警解读** questions: whether a **CPU 告警** is normal, what **峰值 QPS** was, or whether throttle/error metrics look healthy.
- The symptom matches a fault playbook: **429 / 限频**, **AI 模型 429 / Token 额度**, **云函数超时或轮询超时（`-404005`/433）**, **云函数 404**, **ACCESS_TOKEN_INVALID**, or **调用量为 0**.
- The user wants a **patrol** rather than a one-off check ("每天帮我看看有没有变差", "定时巡检", "值守"), or asks to put an inspection on a schedule.

### Read before writing code if

- The inspection reveals code-level issues in cloud functions or CloudRun services, then read the relevant implementation skill before suggesting fixes.
- The user wants to fix a problem found during inspection rather than just diagnose it.

### Then also read

The rest: https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/blob/HEAD/config/.claude/skills/ops-inspector/SKILL.md